Only 5% of my code goes through arbitration review, dev reveals
thkostolansky · x · 2026-09-05
Sauers reveals that only about 5% of his code is produced via the arbitration-model review process, and says it's no longer necessary because models are simply better at writing code now — a window into how experienced AI-coding users trade off efficiency against safety checks, reviewing manually only when safety demands it.
Related event: Developer Drops Model Arbitration as AI Code Gets Good Enough(3 posts)→
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